Using Machine Studying

Summary: The Gamer's Private Network (GPN) is a client/server know-how created by WTFast for making the community performance of online video games faster and extra dependable. GPN s use middle-mile servers and proprietary algorithms to better join on-line video-game players to their recreation's servers across a large-area network. minecraft are a large leisure market and community latency is a key facet of a participant's aggressive edge. This market means many various approaches to community structure are applied by completely different competing corporations and that these architectures are constantly evolving. Ensuring the optimum connection between a client of WTFast and the web game they wish to play is thus an extremely tough problem to automate. Using machine studying, we analyzed historical community information from GPN connections to discover the feasibility of network latency prediction which is a key part of optimization. Our next step will likely be to gather live information (together with client/server load, packet and port data and particular sport state info) from GPN Minecraft servers and bots. We will use this data in a Reinforcement Learning mannequin together with predictions about latency to change the purchasers' and servers' configurations for optimum community performance. These investigations and experiments will improve the standard of service and reliability of GPN systems.